US7299212B2 - Security constrained optimal dispatch for load prediction for electricity markets - Google Patents
Security constrained optimal dispatch for load prediction for electricity markets Download PDFInfo
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- US7299212B2 US7299212B2 US10/385,223 US38522303A US7299212B2 US 7299212 B2 US7299212 B2 US 7299212B2 US 38522303 A US38522303 A US 38522303A US 7299212 B2 US7299212 B2 US 7299212B2
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- H—ELECTRICITY
- H02—GENERATION; CONVERSION OR DISTRIBUTION OF ELECTRIC POWER
- H02J—CIRCUIT ARRANGEMENTS OR SYSTEMS FOR SUPPLYING OR DISTRIBUTING ELECTRIC POWER; SYSTEMS FOR STORING ELECTRIC ENERGY
- H02J3/00—Circuit arrangements for ac mains or ac distribution networks
- H02J3/008—Circuit arrangements for ac mains or ac distribution networks involving trading of energy or energy transmission rights
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06Q—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES, NOT OTHERWISE PROVIDED FOR
- G06Q40/00—Finance; Insurance; Tax strategies; Processing of corporate or income taxes
- G06Q40/04—Trading; Exchange, e.g. stocks, commodities, derivatives or currency exchange
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06Q—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES, NOT OTHERWISE PROVIDED FOR
- G06Q50/00—Systems or methods specially adapted for specific business sectors, e.g. utilities or tourism
- G06Q50/06—Electricity, gas or water supply
-
- H—ELECTRICITY
- H02—GENERATION; CONVERSION OR DISTRIBUTION OF ELECTRIC POWER
- H02J—CIRCUIT ARRANGEMENTS OR SYSTEMS FOR SUPPLYING OR DISTRIBUTING ELECTRIC POWER; SYSTEMS FOR STORING ELECTRIC ENERGY
- H02J3/00—Circuit arrangements for ac mains or ac distribution networks
- H02J3/003—Load forecast, e.g. methods or systems for forecasting future load demand
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- Y—GENERAL TAGGING OF NEW TECHNOLOGICAL DEVELOPMENTS; GENERAL TAGGING OF CROSS-SECTIONAL TECHNOLOGIES SPANNING OVER SEVERAL SECTIONS OF THE IPC; TECHNICAL SUBJECTS COVERED BY FORMER USPC CROSS-REFERENCE ART COLLECTIONS [XRACs] AND DIGESTS
- Y02—TECHNOLOGIES OR APPLICATIONS FOR MITIGATION OR ADAPTATION AGAINST CLIMATE CHANGE
- Y02B—CLIMATE CHANGE MITIGATION TECHNOLOGIES RELATED TO BUILDINGS, e.g. HOUSING, HOUSE APPLIANCES OR RELATED END-USER APPLICATIONS
- Y02B70/00—Technologies for an efficient end-user side electric power management and consumption
- Y02B70/30—Systems integrating technologies related to power network operation and communication or information technologies for improving the carbon footprint of the management of residential or tertiary loads, i.e. smart grids as climate change mitigation technology in the buildings sector, including also the last stages of power distribution and the control, monitoring or operating management systems at local level
- Y02B70/3225—Demand response systems, e.g. load shedding, peak shaving
-
- Y—GENERAL TAGGING OF NEW TECHNOLOGICAL DEVELOPMENTS; GENERAL TAGGING OF CROSS-SECTIONAL TECHNOLOGIES SPANNING OVER SEVERAL SECTIONS OF THE IPC; TECHNICAL SUBJECTS COVERED BY FORMER USPC CROSS-REFERENCE ART COLLECTIONS [XRACs] AND DIGESTS
- Y04—INFORMATION OR COMMUNICATION TECHNOLOGIES HAVING AN IMPACT ON OTHER TECHNOLOGY AREAS
- Y04S—SYSTEMS INTEGRATING TECHNOLOGIES RELATED TO POWER NETWORK OPERATION, COMMUNICATION OR INFORMATION TECHNOLOGIES FOR IMPROVING THE ELECTRICAL POWER GENERATION, TRANSMISSION, DISTRIBUTION, MANAGEMENT OR USAGE, i.e. SMART GRIDS
- Y04S10/00—Systems supporting electrical power generation, transmission or distribution
- Y04S10/50—Systems or methods supporting the power network operation or management, involving a certain degree of interaction with the load-side end user applications
-
- Y—GENERAL TAGGING OF NEW TECHNOLOGICAL DEVELOPMENTS; GENERAL TAGGING OF CROSS-SECTIONAL TECHNOLOGIES SPANNING OVER SEVERAL SECTIONS OF THE IPC; TECHNICAL SUBJECTS COVERED BY FORMER USPC CROSS-REFERENCE ART COLLECTIONS [XRACs] AND DIGESTS
- Y04—INFORMATION OR COMMUNICATION TECHNOLOGIES HAVING AN IMPACT ON OTHER TECHNOLOGY AREAS
- Y04S—SYSTEMS INTEGRATING TECHNOLOGIES RELATED TO POWER NETWORK OPERATION, COMMUNICATION OR INFORMATION TECHNOLOGIES FOR IMPROVING THE ELECTRICAL POWER GENERATION, TRANSMISSION, DISTRIBUTION, MANAGEMENT OR USAGE, i.e. SMART GRIDS
- Y04S20/00—Management or operation of end-user stationary applications or the last stages of power distribution; Controlling, monitoring or operating thereof
- Y04S20/20—End-user application control systems
- Y04S20/222—Demand response systems, e.g. load shedding, peak shaving
-
- Y—GENERAL TAGGING OF NEW TECHNOLOGICAL DEVELOPMENTS; GENERAL TAGGING OF CROSS-SECTIONAL TECHNOLOGIES SPANNING OVER SEVERAL SECTIONS OF THE IPC; TECHNICAL SUBJECTS COVERED BY FORMER USPC CROSS-REFERENCE ART COLLECTIONS [XRACs] AND DIGESTS
- Y04—INFORMATION OR COMMUNICATION TECHNOLOGIES HAVING AN IMPACT ON OTHER TECHNOLOGY AREAS
- Y04S—SYSTEMS INTEGRATING TECHNOLOGIES RELATED TO POWER NETWORK OPERATION, COMMUNICATION OR INFORMATION TECHNOLOGIES FOR IMPROVING THE ELECTRICAL POWER GENERATION, TRANSMISSION, DISTRIBUTION, MANAGEMENT OR USAGE, i.e. SMART GRIDS
- Y04S50/00—Market activities related to the operation of systems integrating technologies related to power network operation or related to communication or information technologies
- Y04S50/10—Energy trading, including energy flowing from end-user application to grid
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- Business, Economics & Management (AREA)
- Engineering & Computer Science (AREA)
- Economics (AREA)
- Accounting & Taxation (AREA)
- Finance (AREA)
- Theoretical Computer Science (AREA)
- Marketing (AREA)
- Strategic Management (AREA)
- Health & Medical Sciences (AREA)
- Physics & Mathematics (AREA)
- General Business, Economics & Management (AREA)
- General Physics & Mathematics (AREA)
- Power Engineering (AREA)
- Development Economics (AREA)
- Technology Law (AREA)
- Public Health (AREA)
- Water Supply & Treatment (AREA)
- General Health & Medical Sciences (AREA)
- Human Resources & Organizations (AREA)
- Primary Health Care (AREA)
- Tourism & Hospitality (AREA)
- Management, Administration, Business Operations System, And Electronic Commerce (AREA)
Abstract
Description
is the operating cost function of the load energy consumption at time interval t; and
is the load energy consumption at time interval t
is the operating cost function of the unit energy generation at time interval
is the unit energy generation at time interval t.
the operating cost function of the up regulation costs at time interval t;
is the unit up regulation capacity at time interval t.
is the operating cost function of the down regulation costs at time interval t;
-
- Re
-
- is the unit down regulation capacity at time interval t.
is the operating cost function of the spinning reserve costs at time interval
is the unit spinning reserve at time interval t.
is the operating cost function of the spinning reserve costs at time interval
is the load spinning reserve at time interval t.
is the line base flow
The imbalance market clearing process is based on non-linear Dantzig-Wolfe decomposition supported by the revised simplex method. Dantzig-Wolfe is a decomposition algorithm for linear programming solutions. The decomposition of the market dispatch problem results in the master problem related to overall imbalance market optimization, and a set of sub-problems related to the individual market participant optimizations.
Claims (11)
Priority Applications (1)
Application Number | Priority Date | Filing Date | Title |
---|---|---|---|
US10/385,223 US7299212B2 (en) | 2002-03-11 | 2003-03-10 | Security constrained optimal dispatch for load prediction for electricity markets |
Applications Claiming Priority (2)
Application Number | Priority Date | Filing Date | Title |
---|---|---|---|
US36337302P | 2002-03-11 | 2002-03-11 | |
US10/385,223 US7299212B2 (en) | 2002-03-11 | 2003-03-10 | Security constrained optimal dispatch for load prediction for electricity markets |
Publications (2)
Publication Number | Publication Date |
---|---|
US20040019573A1 US20040019573A1 (en) | 2004-01-29 |
US7299212B2 true US7299212B2 (en) | 2007-11-20 |
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US10/385,223 Expired - Fee Related US7299212B2 (en) | 2002-03-11 | 2003-03-10 | Security constrained optimal dispatch for load prediction for electricity markets |
Country Status (1)
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US (1) | US7299212B2 (en) |
Cited By (4)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
US20050050893A1 (en) * | 2003-04-04 | 2005-03-10 | Amsterdam Power Exchange Spotmarket B.V. | Method and system for regulating the production of a second form of energy, generated from a first form of energy |
US20050256730A1 (en) * | 2004-05-13 | 2005-11-17 | Barend Den Ouden | System for regulating the production of energy in a constrained multiple area energy network |
US20050262029A1 (en) * | 2002-09-04 | 2005-11-24 | Amsterdam Power Exchange Spotmarket B.V. | Method and a computer program for regulating the energy flow in an energy network, and as well as a system for electronically auctioning energy |
US8306671B1 (en) | 2012-01-19 | 2012-11-06 | General Compression, Inc. | System and method for conserving energy resources through storage and delivery of renewable energy |
Families Citing this family (3)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
EP1679651A1 (en) * | 2005-01-11 | 2006-07-12 | Elia System Operator | A method for determining within a transport network an energy production and transport pattern. |
JP5822434B2 (en) * | 2010-02-04 | 2015-11-24 | オムロン株式会社 | Power supply / demand system, green power supply control device, green power reception control device, green power supply / demand certification device, settlement system, mobile, green power supply / demand system, green power transmission / reception method, green power supply / demand certification method, and settlement method |
CN111724254B (en) * | 2020-05-27 | 2024-02-06 | 中国南方电网有限责任公司 | Peak regulation auxiliary service and electric energy combined clearing method, system, device and medium |
Citations (5)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
US3903402A (en) * | 1971-08-26 | 1975-09-02 | Westinghouse Electric Corp | Digital computer program system employed in a hybrid loadflow computer arrangement for monitoring the security of an electric power system |
US20020165816A1 (en) * | 2001-05-02 | 2002-11-07 | Barz Graydon Lee | Method for stochastically modeling electricity prices |
WO2002103465A2 (en) * | 2001-05-15 | 2002-12-27 | Automated Power Exchange, Inc. | Method and apparatus for bundling transmission rights and energy for trading |
US20040215348A1 (en) * | 2001-04-09 | 2004-10-28 | Ilic Marija D. | Tie-line flow control system and method for implementing inter-regional transactions |
US7099839B2 (en) * | 1999-09-08 | 2006-08-29 | Primex Holdings, Llc | Opening price process for trading system |
-
2003
- 2003-03-10 US US10/385,223 patent/US7299212B2/en not_active Expired - Fee Related
Patent Citations (6)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
US3903402A (en) * | 1971-08-26 | 1975-09-02 | Westinghouse Electric Corp | Digital computer program system employed in a hybrid loadflow computer arrangement for monitoring the security of an electric power system |
US7099839B2 (en) * | 1999-09-08 | 2006-08-29 | Primex Holdings, Llc | Opening price process for trading system |
US20040215348A1 (en) * | 2001-04-09 | 2004-10-28 | Ilic Marija D. | Tie-line flow control system and method for implementing inter-regional transactions |
US20020165816A1 (en) * | 2001-05-02 | 2002-11-07 | Barz Graydon Lee | Method for stochastically modeling electricity prices |
WO2002103465A2 (en) * | 2001-05-15 | 2002-12-27 | Automated Power Exchange, Inc. | Method and apparatus for bundling transmission rights and energy for trading |
US20030055776A1 (en) * | 2001-05-15 | 2003-03-20 | Ralph Samuelson | Method and apparatus for bundling transmission rights and energy for trading |
Non-Patent Citations (1)
Title |
---|
The Investment FAQ (part 19 or 20); 1997-2003. * |
Cited By (8)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
US20050262029A1 (en) * | 2002-09-04 | 2005-11-24 | Amsterdam Power Exchange Spotmarket B.V. | Method and a computer program for regulating the energy flow in an energy network, and as well as a system for electronically auctioning energy |
US20050050893A1 (en) * | 2003-04-04 | 2005-03-10 | Amsterdam Power Exchange Spotmarket B.V. | Method and system for regulating the production of a second form of energy, generated from a first form of energy |
US7536341B2 (en) | 2003-04-04 | 2009-05-19 | Amsterdam Power Exchange Spotmark B.V. | Method and system for regulating the production of a second form of energy, generated from a first form of energy |
US20050256730A1 (en) * | 2004-05-13 | 2005-11-17 | Barend Den Ouden | System for regulating the production of energy in a constrained multiple area energy network |
US8306671B1 (en) | 2012-01-19 | 2012-11-06 | General Compression, Inc. | System and method for conserving energy resources through storage and delivery of renewable energy |
US8311681B1 (en) | 2012-01-19 | 2012-11-13 | General Compression, Inc. | System and method for conserving energy resources through storage and delivery of renewable energy |
US8457800B2 (en) | 2012-01-19 | 2013-06-04 | General Compression, Inc. | System and method for conserving energy resources through storage and delivery of renewable energy |
US8965594B2 (en) | 2012-01-19 | 2015-02-24 | General Compression, Inc. | System and method for conserving energy resources through storage and delivery of renewable energy |
Also Published As
Publication number | Publication date |
---|---|
US20040019573A1 (en) | 2004-01-29 |
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